VS
MetricFence ErectorsRoofersAdvantage
AI Exposure5349Roofers
Estimated Replacement RiskMODERATE37MODERATE37Even
Human Dependency7375Roofers
Physical Dependency7566Fence Erectors
Labour-market Resilience7171Even
Confidence80.058381.5885Roofers
Task Coverage81.1058%85.7438%Roofers
Verdict
Roofers currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.
